AI News

Can LLMs extract scientific consensus? A case study in high-temperature superconductivity (arxiv.org)

Forecasting Japanese elections: A nonlinear machine-learning approach (arxiv.org)

Forward-Looking Stress Testing Under Macro Scenarios: Stable SVaR Estimation Using a Hybrid GPR-HS Framework with SACS (arxiv.org)

Quantifying Uncertainty in Space Debris Capture with Active Tether-Net Systems Caused by Noisy Observations (arxiv.org)

Information-Geometric Optimization on Spheres (arxiv.org)

Neutrality Bites: Gender Representation in AI-Generated Animal Stories (arxiv.org)

Defending Against Malicious Finetuning by Scaling Train-time Adversarial Attacks (arxiv.org)

PRISM: PRior-guided Imagination Sampling in world Models (arxiv.org)

MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models (arxiv.org)

vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models (arxiv.org)

New Fractional Ambiguity Function Integrated with CNN-Based Machine Learning for Signal Classification (arxiv.org)

Phase Marginalization for Patch-Grid Instability in Vision Transformers (arxiv.org)

Biological Reasoning-Informed Regression for Interpretable Regulatory DNA Activity Prediction (arxiv.org)

Inverse design of bespoke interatomic potentials via active learning by information-matching (arxiv.org)

CLASP: Language-Driven Robot Skill Selection and Composition using Task-Parameterized Learning (arxiv.org)

AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation (arxiv.org)

Differentially Private Range Subgraph Counting (arxiv.org)

SegmentAnyTreeV2: Scaling Transformer-Based Tree Instance Segmentation Across Sensors, Platforms, and Forests (arxiv.org)

Post-Rejection Follow-up Sampling: A Methodology for Counterfactual Outcome Measurement in Algorithmic DEX Trading (arxiv.org)

Shared Semantics, Divergent Mechanisms: Unsupervised Feature Discovery by Aligning Semantics and Mechanisms (arxiv.org)

AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals (arxiv.org)

Disturbance-Aware Aerial Robotics for Ethical Wildlife Monitoring (arxiv.org)

Mind Your Steps: A General Learning Framework for Accurate Humanoid Foothold Tracking (arxiv.org)

MS-COOT: Comparing Morse-Smale Complexes with Co-Optimal Transport (arxiv.org)

QnRL: Quantum-Native Reinforcement Learning (arxiv.org)

Chiaroscuro Attention: Spending Compute in the Dark (arxiv.org)

Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles (arxiv.org)

MatMind: A Structure-Activity Knowledge-Driven Generative Foundation Model for Materials Science (arxiv.org)

TianJi-Environ: An Autonomous AI Scientist for Atmospheric Environmental Research (arxiv.org)

MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models (arxiv.org)

Cross-View Urban Traffic Dataset: Drone-Supervised Ground Truth for Monocular Bird's-Eye View Localization (arxiv.org)

Scaling Decision-Focused Learning to Large Problems with Lagrangian Decomposition (arxiv.org)

Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules (arxiv.org)

Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors (arxiv.org)

Diffuse AI Control on Fuzzy Tasks (arxiv.org)

Cheap Reward Hacking Detection (arxiv.org)

Synthetic but Not Realistic: The Evaluation Challenge in Generative Modelling for Structured Electronic Medical Records (arxiv.org)

Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification (arxiv.org)

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model (arxiv.org)

Memetic Capture: A Pluralistic Policy Framework for Governing AI-Driven Cultural Disempowerment (arxiv.org)

SLMJury: Can Small Language Models Judge as Well as Large Ones? (arxiv.org)

C$^3$ache: Accelerating World Action Models with Cross Inference Chunk Cache (arxiv.org)

The ACUTE Protocol: Operationalizing Language Model Activations for Better Calibration, Utility, and Trust (arxiv.org)

Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese (arxiv.org)

Model Multiplicity for Adversarial Detection in Small Language Model Training on Edge Devices (arxiv.org)

The Last Visible Pixel: Probing Fine-Scale Perception in Vision-Language Models (arxiv.org)

The Cross-Architecture Substrate: A Domain-Transcendent, Calibration-Surviving Geometric Invariant of Modern Vision Encoders (arxiv.org)

Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses (arxiv.org)

PROBE-Web: An Interactive System for Probing Evaluation Landscapes of Knowledge Graph Completion Models (arxiv.org)

From Hazard Functions to Language Space: Cox-Supervised Distillation of Survival Risk into a Large Language Model (arxiv.org)